Shanghai Electric Harnesses Industrial AI for Enhanced Gas Turbine Operations and Lifecycle Services
Shanghai Electric is making strides in the field of heavy-duty gas turbine manufacturing by incorporating industrial artificial intelligence (AI) into both the production and lifecycle services of their products. This integration marks a significant shift, moving AI from pilot projects into essential operations. As a leading name in high-end equipment manufacturing, the company focuses on ensuring that the implementation of AI delivers sustained value in production and overall performance for gas turbines, which are known for their complexity and critical role in energy generation.
The manufacturing of gas turbine blades is a crucial part of the production process, requiring high precision and adaptability to various designs and machining processes. Shanghai Electric's production line employs advanced technologies including AI vision systems, digital twins, and robotics to enhance the production of these critical components. This flexible production capability allows for automated adjustments to accommodate various blade types and sizes, ensuring high efficiency.
Using 3D vision and AI, the system identifies and selects blade blanks stacked randomly, achieving an astonishing selection accuracy of over 99.99%. This setup integrates production planning with quality management systems, creating a seamless operation from loading and machining to inspection and final packaging. The ability to toggle between fully automated production and autonomous operations provides the necessary flexibility to maintain consistent output levels, a key consideration in the heavy manufacturing sector.
Quality control is another area where Shanghai Electric has effectively harnessed AI technology. The rotors, which are essential and high-value components within energy production systems, demand meticulous quality assurance. The introduction of an AI-based visual inspection terminal has revolutionized the monitoring of welding processes, addressing challenges associated with inspecting machined features on larger components.
This terminal merges AI capabilities with robotic controls and welding expertise. It ensures continuous real-time monitoring during the welding process, enabling early detection of quality defects. The AI architecture integrates a collaborative robot equipped with a custom end effector, allowing for automatic adjustments during welding cycles. Thanks to 5G connectivity, image analysis can be completed swiftly, with inspection results relayed back in mere seconds. This feedback loop combines real-world observations with process optimization and quality traceability, transforming practical manufacturing experiences into valuable digital insights.
Beyond production and quality control, Shanghai Electric's initiatives extend to long-term operational excellence. The company’s SIMPLE intelligent operation and maintenance platform utilizes data from over 60 gas turbines, reflecting more than a million hours of operations. This platform leverages AI to provide real-time performance monitoring, dynamic operational optimizations, and early alerts for potential malfunctions.
The integration of cloud and edge computing connects design and operational data, facilitating a decision-making workflow that encompasses monitoring, early warning systems, diagnostics, and remedial actions. This strategic approach shifts the focus from reactive repairs to proactive maintenance, ultimately improving operational efficiency.
Additionally, remote collaboration tools augment this capability, enabling experts to view live images from operational sites and provide maintenance guidance through augmented reality annotations, which enhances technical support across various locations.
Looking ahead, Shanghai Electric is committed to advancing data integration throughout the lifecycle of gas turbines. The continuous feedback loop from manufacturing and operations will fine-tune design, production, and after-sales service. With a clear objective to penetrate international markets, the company plans to validate and refine these capabilities through concrete projects. Shanghai Electric aims to meet the needs of power plants for reliable operation, timely maintenance assistance, and long-term cost-effective management, thereby laying the groundwork for its global gas turbine business expansion.
Streamlined Manufacturing Processes
The manufacturing of gas turbine blades is a crucial part of the production process, requiring high precision and adaptability to various designs and machining processes. Shanghai Electric's production line employs advanced technologies including AI vision systems, digital twins, and robotics to enhance the production of these critical components. This flexible production capability allows for automated adjustments to accommodate various blade types and sizes, ensuring high efficiency.
Using 3D vision and AI, the system identifies and selects blade blanks stacked randomly, achieving an astonishing selection accuracy of over 99.99%. This setup integrates production planning with quality management systems, creating a seamless operation from loading and machining to inspection and final packaging. The ability to toggle between fully automated production and autonomous operations provides the necessary flexibility to maintain consistent output levels, a key consideration in the heavy manufacturing sector.
Intelligent Quality Assurance
Quality control is another area where Shanghai Electric has effectively harnessed AI technology. The rotors, which are essential and high-value components within energy production systems, demand meticulous quality assurance. The introduction of an AI-based visual inspection terminal has revolutionized the monitoring of welding processes, addressing challenges associated with inspecting machined features on larger components.
This terminal merges AI capabilities with robotic controls and welding expertise. It ensures continuous real-time monitoring during the welding process, enabling early detection of quality defects. The AI architecture integrates a collaborative robot equipped with a custom end effector, allowing for automatic adjustments during welding cycles. Thanks to 5G connectivity, image analysis can be completed swiftly, with inspection results relayed back in mere seconds. This feedback loop combines real-world observations with process optimization and quality traceability, transforming practical manufacturing experiences into valuable digital insights.
Data-Driven Operations and Maintenance
Beyond production and quality control, Shanghai Electric's initiatives extend to long-term operational excellence. The company’s SIMPLE intelligent operation and maintenance platform utilizes data from over 60 gas turbines, reflecting more than a million hours of operations. This platform leverages AI to provide real-time performance monitoring, dynamic operational optimizations, and early alerts for potential malfunctions.
The integration of cloud and edge computing connects design and operational data, facilitating a decision-making workflow that encompasses monitoring, early warning systems, diagnostics, and remedial actions. This strategic approach shifts the focus from reactive repairs to proactive maintenance, ultimately improving operational efficiency.
Additionally, remote collaboration tools augment this capability, enabling experts to view live images from operational sites and provide maintenance guidance through augmented reality annotations, which enhances technical support across various locations.
Future Developments
Looking ahead, Shanghai Electric is committed to advancing data integration throughout the lifecycle of gas turbines. The continuous feedback loop from manufacturing and operations will fine-tune design, production, and after-sales service. With a clear objective to penetrate international markets, the company plans to validate and refine these capabilities through concrete projects. Shanghai Electric aims to meet the needs of power plants for reliable operation, timely maintenance assistance, and long-term cost-effective management, thereby laying the groundwork for its global gas turbine business expansion.
Topics Energy）
【About Using Articles】
You can freely use the title and article content by linking to the page where the article is posted.
※ Images cannot be used.
【About Links】
Links are free to use.